# 联邦学习论文阅读

**Repository Path**: penguink3/Fed-Papers-Reading

## Basic Information

- **Project Name**: 联邦学习论文阅读
- **Description**: 联邦学习相关论文，持续更新
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 13
- **Forks**: 1
- **Created**: 2022-06-08
- **Last Updated**: 2024-04-11

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# 目录
## 其他资料

- [FedLab概述 - FedLab 1.2.1 文档](https://fedlab.readthedocs.io/zh_CN/latest/overview.html)
- [移动健康数据集](https://archive.ics.uci.edu/ml/datasets/MHEALTH+Dataset)
- [Chest X-Ray Images (Pneumonia) | Kaggle](https://www.kaggle.com/datasets/paultimothymooney/chest-xray-pneumonia)
- [COVID-19 Radiography Database | Kaggle](https://www.kaggle.com/datasets/tawsifurrahman/covid19-radiography-database)
- [ODIR-5K-2019](https://odir2019.grand-challenge.org/dataset/)

## 2020前
- [2017-FedAvg 开山](2017-FedAvg-开山/联邦学习.md)
- [2019-Fed综述](2019-综述-Federated%20Machine%20Learning%20Concept%20and%20Applications/联邦学习综述.md)
- [2019-FedPer](2019-FedPer/FedPer.md)
- [2019-FL-PFL评估](2019-FL-迁移学习-PerFed评估/FedEOP.md)
- [2019-MT-小样本学习](2019-MT-小样本元学习/MT-net.md)
## 2020
- [2020.2-L2GD-FL_mix_of_Global_and_Local](2020.2-FL%20Mix%20of%20Global%20and%20Local/FL%20Mix%20of%20Global%20and%20Local.md)
- [2020.10-AL2GD-APGD](2020.10-APGD-AL2GD-Optimal-Of-L2GD-PGD/Optimal-Of-L2GD-PGD.md)
- [2020.2-Per-FedAvg](2020.2-Per-FedAvg/Per-FedAvg.md)
- [2020.4-FedProx](2020.4-FedProx/FedProx.md)
- [2020.6-PerFedMe](2020.6-PerFed%20with%20Moreau%20envelope/Per-FedMe.md)
## 2021
- [2021.1-Clustered FL](2021.1-Clustered%20FL/CFL.md)
- [2021.1-FedAMP](2021.1-FedAMP/FedAMP.md)
- [2021.2-FedRep](2021.2-FedRep%20for%20personal%20FL/FedRep.md)
- [2021.3-FedFomo](2021.3-FedFomo/FedFomo.md)
- [2021.6-Ditto](2021.6-Ditto/Ditto.md)
- [2021.6-H-FL](2021.6-H-FL/H-FL.md)
- [2021.6-pFedKM](2021.6-pFedKM-Clustered-General/pFedKM.md)
- [2021.7-MTFL](2021.7-MTFL%20for%20Per-Net%20in%20Edge%20Computing/MTFL.md)
- [2021.7-One-Shot-kFed](2021.7-One-Shot-k-FED/k-FED.md)
- [2021.8-FeSEM](2021.8-FeSEM-Multi-Center-FL/FeSEM.md)
## 2022
- [2022.3-FedProto](2022.3-FedProto/FedProto.md)
- [2022.5-FLSC](2022.5-FLSC-Soft-Clustering/FLSC.md)

## 2023